Model Comparison

Gemini 1.5 Flash 8B vs Nova LiteWhich is better in 2026?

Nova Lite significantly outperforms across most benchmarks. Nova Lite is 1.2x cheaper per token.

Verdict: Gemini 1.5 Flash 8B vs Nova Lite — which is better?

Gemini 1.5 Flash 8B (by Google) and Nova Lite (by Amazon) are two of the AI models people compare most. Here is how they stack up on benchmarks, price and capabilities, and which one to pick in 2026.

Gemini 1.5 Flash 8B outperforms in 0 benchmarks, while Nova Lite is better at 3 benchmarks (GPQA, MATH, MMMU). Nova Lite significantly outperforms across most benchmarks.

On price, Nova Lite is roughly 1.2x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 1.5 Flash 8B also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

Choose Gemini 1.5 Flash 8B if…

  • you process long inputs — it offers a 1,048,576 token context window

Choose Nova Lite if…

  • you want the strongest raw capability — it leads on 3 of 3 shared benchmarks
  • cost matters — it's about 1.2x cheaper per token
  • you want the most recent training data — it shipped Nov 2024

Performance Benchmarks

Comparative analysis across standard metrics

3 benchmarks

Gemini 1.5 Flash 8B outperforms in 0 benchmarks, while Nova Lite is better at 3 benchmarks (GPQA, MATH, MMMU).

Nova Lite significantly outperforms across most benchmarks.

Fri Jul 03 2026 • llm-stats.com

Arena Performance

Human preference votes

Pricing Analysis

Price comparison per million tokens

Nova Lite costs less

For input processing, Gemini 1.5 Flash 8B ($0.07/1M tokens) is 1.2x more expensive than Nova Lite ($0.06/1M tokens).

For output processing, Gemini 1.5 Flash 8B ($0.30/1M tokens) is 1.3x more expensive than Nova Lite ($0.24/1M tokens).

In conclusion, Gemini 1.5 Flash 8B is more expensive than Nova Lite.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Fri Jul 03 2026 • llm-stats.com
Google
Gemini 1.5 Flash 8B
Input tokens$0.07
Output tokens$0.30
Best providerGoogle
Amazon
Nova Lite
Input tokens$0.06
Output tokens$0.24
Best providerAWS Bedrock
Notice missing or incorrect data?Start an Issue→

Context Window

Maximum input and output token capacity

Gemini 1.5 Flash 8B accepts 1,048,576 input tokens compared to Nova Lite's 300,000 tokens. Gemini 1.5 Flash 8B can generate longer responses up to 8,192 tokens, while Nova Lite is limited to 2,048 tokens.

Google
Gemini 1.5 Flash 8B
Input1,048,576 tokens
Output8,192 tokens
Amazon
Nova Lite
Input300,000 tokens
Output2,048 tokens
Fri Jul 03 2026 • llm-stats.com

Input Capabilities

Supported data types and modalities

Both Gemini 1.5 Flash 8B and Nova Lite support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Gemini 1.5 Flash 8B

Text
Images
Audio
Video

Nova Lite

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Gemini 1.5 Flash 8B

Proprietary

Closed source

Nova Lite

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 1.5 Flash 8B was released on 2024-03-15, while Nova Lite was released on 2024-11-20.

Nova Lite is 8 months newer than Gemini 1.5 Flash 8B.

Gemini 1.5 Flash 8B

Mar 15, 2024

2.3 years ago

Nova Lite

Nov 20, 2024

1.6 years ago

8mo newer

Knowledge Cutoff

When training data ends

Gemini 1.5 Flash 8B has a documented knowledge cutoff of 2024-10-01, while Nova Lite's cutoff date is not specified.

We can confirm Gemini 1.5 Flash 8B's training data extends to 2024-10-01, but cannot make a direct comparison without Nova Lite's cutoff date.

Gemini 1.5 Flash 8B

Oct 2024

Nova Lite

—

Provider Availability

Gemini 1.5 Flash 8B is available from Google. Nova Lite is available from Bedrock.

Gemini 1.5 Flash 8B

google logo
Google
Input Price:Input: $0.07/1MOutput Price:Output: $0.30/1M

Nova Lite

bedrock logo
AWS Bedrock
Input Price:Input: $0.06/1MOutput Price:Output: $0.24/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion→

Key Takeaways

Google
Larger context window (1,048,576 tokens)
Amazon
Less expensive input tokens
Less expensive output tokens
Higher GPQA score (42.0% vs 38.4%)
Higher MATH score (73.3% vs 58.7%)
Higher MMMU score (56.2% vs 53.7%)
GoogleGemini 1.5 Flash 8B
AmazonNova Lite
Compare in Playground

Detailed Comparison

Interactive Arena

Judge for yourself.

Run your own prompts against Gemini 1.5 Flash 8B and Nova Lite side-by-side, then vote on the output you prefer.

Gemini 1.5 Flash 8B
✓ Preferred
Nova Lite
Open in Playground
AI Model Comparison Table
Feature
Google
Gemini 1.5 Flash 8B
Amazon
Nova Lite

FAQ

Common questions about Gemini 1.5 Flash 8B vs Nova Lite.

Which is better, Gemini 1.5 Flash 8B or Nova Lite?

Nova Lite significantly outperforms across most benchmarks. Gemini 1.5 Flash 8B is made by Google and Nova Lite is made by Amazon. The best choice depends on your use case — compare their benchmark scores, pricing, and capabilities above.

How does Gemini 1.5 Flash 8B compare to Nova Lite in benchmarks?

Gemini 1.5 Flash 8B scores XSTest: 92.6%, FLEURS: 86.4%, Natural2Code: 75.5%, WMT23: 72.6%, Video-MME: 66.2%. Nova Lite scores GSM8k: 94.5%, ARC-C: 92.4%, DocVQA: 92.4%, IFEval: 89.7%, Translation en→Set1 COMET22: 88.8%.

Is Gemini 1.5 Flash 8B cheaper than Nova Lite?

Nova Lite is 1.2x cheaper for input tokens. Gemini 1.5 Flash 8B costs $0.07/M input and $0.30/M output via google. Nova Lite costs $0.06/M input and $0.24/M output via bedrock.

What are the context window sizes for Gemini 1.5 Flash 8B and Nova Lite?

Gemini 1.5 Flash 8B supports 1.0M tokens and Nova Lite supports 300K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 1.5 Flash 8B and Nova Lite?

Key differences include context window (1.0M vs 300K), input pricing ($0.07 vs $0.06/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 1.5 Flash 8B and Nova Lite?

Gemini 1.5 Flash 8B is developed by Google and Nova Lite is developed by Amazon.

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